paper_type.json (310B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper conducts experimental attacks on LLM coding assistants and reports quantitative results (84.29% average attack success rate, transfer rates, real-world ASR), with the primary contribution being the experimental findings about adversarial code induction." 4 }